@article{flowmatchinganddiffusionmodelsviapointne, title = {Flow Matching and Diffusion Models via PointNet for Generating Fluid Fields on Irregular Geometries}, author = {Ali Kashefi}, year = {2026}, eprint = {2601.03030}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.03030}, }